Course Code: edllms
Duration: 7 hours
Prerequisites:
  • A basic understanding of AI and machine learning concepts
  • Experience with ethical decision-making frameworks
  • Familiarity with LLMs and their societal implications

Audience

  • AI professionals and ethicists
  • Data scientists and engineers
  • Policy makers and stakeholders in AI governance
Overview:

The ethical deployment of Large Language Models (LLMs) is essential to ensure that AI technologies benefit society while minimizing harm. This course addresses the ethical challenges and considerations in the development and use of LLMs.

This instructor-led, live training (online or onsite) is aimed at intermediate-level AI professionals and ethicists, data scientists and engineers, and policy makers and stakeholders who wish to understand and navigate the ethical landscape of LLMs.

By the end of this training, participants will be able to:

  • Identify ethical issues and challenges associated with LLMs.
  • Apply ethical frameworks and principles to LLM deployment.
  • Assess the societal impact of LLMs and mitigate potential risks.
  • Develop strategies for responsible AI development and usage.

Format of the Course

  • Interactive lecture and discussion.
  • Lots of exercises and practice.
  • Hands-on implementation in a live-lab environment.

Course Customization Options

  • To request a customized training for this course, please contact us to arrange.
Course Outline:

Introduction to Ethics in AI

  • Understanding the importance of ethics in AI
  • Historical context and current ethical debates
  • Key ethical principles for AI deployment

Ethical Challenges with LLMs

  • Privacy concerns and data protection
  • Transparency, accountability, and bias in LLMs
  • Impact of LLMs on employment and society

Applying Ethical Frameworks to LLMs

  • Frameworks for ethical decision-making in AI
  • Case studies: Ethical dilemmas in LLM deployment
  • Developing guidelines for ethical LLM use

Strategies for Ethical LLM Deployment

  • Best practices for responsible AI development
  • Engaging with stakeholders and diverse perspectives
  • Creating a culture of ethical AI within organizations

Hands-on Lab: Ethical Analysis of LLM Use Cases

  • Analyzing real-world scenarios involving LLMs
  • Assessing ethical implications and formulating responses
  • Presenting findings and recommendations

Summary and Next Steps

Sites Published:

United Arab Emirates - Ethical Deployment of LLMs

Qatar - Ethical Deployment of LLMs

Egypt - Ethical Deployment of LLMs

Saudi Arabia - Ethical Deployment of LLMs

South Africa - Ethical Deployment of LLMs

Brasil - Ethical Deployment of LLMs

Canada - Ethical Deployment of LLMs

中国 - Ethical Deployment of LLMs

香港 - Ethical Deployment of LLMs

澳門 - Ethical Deployment of LLMs

台灣 - Ethical Deployment of LLMs

USA - Ethical Deployment of LLMs

Österreich - Ethical Deployment of LLMs

Schweiz - Ethical Deployment of LLMs

Deutschland - Ethical Deployment of LLMs

Czech Republic - Ethical Deployment of LLMs

Denmark - Ethical Deployment of LLMs

Estonia - Ethical Deployment of LLMs

Finland - Ethical Deployment of LLMs

Greece - Ethical Deployment of LLMs

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日本 - Ethical Deployment of LLMs

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Malaysia - Ethical Deployment of LLMs

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Singapore - Ethical Deployment of LLMs

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India - Ethical Deployment of LLMs

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Guatemala - Ethical Deployment of LLMs

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Peru - Ethical Deployment of LLMs

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United Kingdom - Ethical Deployment of LLMs

South Korea - Ethical Deployment of LLMs

Pakistan - Ethical Deployment of LLMs

Sri Lanka - Ethical Deployment of LLMs

Bulgaria - Ethical Deployment of LLMs

Bolivia - Ethical Deployment of LLMs

Indonesia - Ethical Deployment of LLMs

Kazakhstan - Ethical Deployment of LLMs

Moldova - Ethical Deployment of LLMs

Morocco - Ethical Deployment of LLMs

Tunisia - Ethical Deployment of LLMs

Kuwait - Ethical Deployment of LLMs

Oman - Ethical Deployment of LLMs

Slovakia - Ethical Deployment of LLMs

Kenya - Ethical Deployment of LLMs

Nigeria - Ethical Deployment of LLMs

Botswana - Ethical Deployment of LLMs

Slovenia - Ethical Deployment of LLMs

Croatia - Ethical Deployment of LLMs

Serbia - Ethical Deployment of LLMs

Bhutan - Ethical Deployment of LLMs

Nepal - Ethical Deployment of LLMs

Uzbekistan - Ethical Deployment of LLMs